Add image to image pipeline (#25393)
* Add image to image pipeline Add image to image pipeline * remove swin2sr from tf auto * make ImageToImage importable * make style make style make style make style * remove tf support * remove nonused imports * fix postprocessing * add important comments; add unit tests * add documentation * remove support for TF * make fixup * fix typehint Image.Image * fix documentation code * address review request; fix unittest type checking * address review request; fix unittest type checking * make fixup * address reviews * Update src/transformers/pipelines/image_to_image.py Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com> * enhance docs * make style * make style * improve docetest time * improve docetest time * Update tests/pipelines/test_pipelines_image_to_image.py Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com> * Update tests/pipelines/test_pipelines_image_to_image.py Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com> * make fixup * undo faulty merge * undo faulty merge * add image-to-image to test pipeline mixin * Update src/transformers/pipelines/image_to_image.py Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com> * Update tests/pipelines/test_pipelines_image_to_image.py Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com> * improve docs --------- Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com> Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com> Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
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@@ -67,6 +67,7 @@ PIPELINE_TAGS_AND_AUTO_MODELS = [
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("automatic-speech-recognition", "MODEL_FOR_CTC_MAPPING_NAMES", "AutoModelForCTC"),
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("image-classification", "MODEL_FOR_IMAGE_CLASSIFICATION_MAPPING_NAMES", "AutoModelForImageClassification"),
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("image-segmentation", "MODEL_FOR_IMAGE_SEGMENTATION_MAPPING_NAMES", "AutoModelForImageSegmentation"),
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("image-to-image", "MODEL_FOR_IMAGE_TO_IMAGE_MAPPING_NAMES", "AutoModelForImageToImage"),
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("fill-mask", "MODEL_FOR_MASKED_LM_MAPPING_NAMES", "AutoModelForMaskedLM"),
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("object-detection", "MODEL_FOR_OBJECT_DETECTION_MAPPING_NAMES", "AutoModelForObjectDetection"),
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(
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